About ISLab

ISLab is a research group with Graduate School of Information Science and Technology, Osaka University, also known as Artificial Intelligence and Mathematics Group with Institute for Datability Science, Osaka University.

As a research institute with a mission to provide data science-related technologies to everyone, we are collaborating with various departments in Osaka University and other research institutes, as well as companies. As ISLab, a part of the Graduate School of Information Science and Technology, we work with students to motivate them and cultivate their interests in research as well as knowledge in related fields.

For prospective students

We welcome students who want to work with us. Click here for more details.

Interests

  • Computer Vision
  • Computational Photography
  • Natural Language Processing
  • Pattern Recognition
  • Machine Learning

Keep Updated

Projects

Knowledge VQA

Visual question answering (VQA) with knowledge is a task that requires knowledge to answer questions on images/video. This additional requirement of knowledge poses an interesting challenge on top of the classic VQA tasks.
Knowledge VQA

Australian History in Newspaper and AI

In collaboration with Prof. Fujikawa at Graduate School of Letters, Osaka University, we are working on exploring Australian history through public meetings, of which call for participation appears in newspapers from back then.
Australian History in Newspaper and AI

Kiban_s Plenoptic

Coming soon.

Crest 3d Cancer

Coming soon.

Society 5.0 Projects

Institute for Datability Science, Osaka University is now working on Society 5.0 using information science and technology. In the world of Society 5.0, innovations in IoT, Big Data, robotics, and AI will be part of everyday life, helping people lead active and high-quality lives, creating a super-smart society.
Society 5.0 Projects

Esthetic Dentistry and Optical Analysis

By analyzing the optical properties of various dental restoration materials and dental tissues via optical simulation, the behavior of light in natural teeth and dental restorations is visualized and analyzed for esthetic tooth restorations.
Esthetic Dentistry and Optical Analysis

Brain Pharmaceutics

Coming soon
Brain Pharmaceutics

AI Hospital

Osaka University Medical Hospital has launched Artificical Intelligence Center for Medical Research and Application (AIM), which supports physicians, nurses, and all the medical staff collaborating with medical information specialists and data scientists to boost the medical application of AI in daily practices of the hospital.
AI Hospital

Law and AI

This work investigates legal evaluation criteria on the green laws' participation principle, analyzes Japanese participation system’s pros and cons in a comparative perspective, and propose some recommendations to establish the environmental democracy.
Law and AI

Buddha Face and AI

In collaboration with Prof. Fujioka with Graduate School of Letters/School of Letters, Osaka University, we are attempting to create an AI for analyzing various aspects of Buddha faces in images.
Buddha Face and AI

People

Faculty

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Noriko Takemura

Associate Professor

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Yuta Nakashima

Associate Professor

Researchers

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Hirohiko Niioka

Specially-Appointed Associate Professor

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Liangzhi Li

Specially-Appointed Assistant Professor

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Noa Garcia

Specially-Appointed Assistant Professor

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Manisha Verma

Specially-Appointed Researcher/Fellow

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Sudhakar Kumawat

Specially-Appointed Researcher/Fellow

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Yiming Qian

Specially-Appointed Researcher/Fellow

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Sanchayan Santra

Specially-Appointed Researcher/Fellow

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Saurabh Kumar

Specially-Appointed Researcher/Fellow

Guest Researchers

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Benjamin Renoust

Guest Associate Professor

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Chenhui Chu

Guest Associate Professor

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Tomoyuki Kajiwara

Guest Assistant Professor

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Trung Thanh Ngo

Guest Assistant Professor

Students

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Zekun Yang

PhD Student

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Bowen Wang

PhD Student

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Chenhao Li

PhD Student

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Hugo Lemarchant

PhD Student

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Tianwei Chen

PhD Student

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Yewei Song

PhD Student

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Kosuke Fukui

Graduate Student

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Tianran Wu

Graduate Student

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Yusuke Hirota

Graduate Student

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Arashi Fukui

Graduate Student

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Zongshang Pang

Research Student

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Anh-Khoa Vo

Research Student

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Mutsuki Tomigashi

Undergraduate Student

Recent Papers

CFA Handling and Quality Analysis for Compressive Light Field Camera

A light field can carry rich visual information of a real 3-D scene, leading to many attractive applications. However, the acquisition …

Generation and detection of media clones

With the spread of high-performance sensors and social network services (SNS) and the remarkable advances in machine learning …

Preventing fake information generation against media clone attacks

Fake media has been spreading due to remarkable advances in media processing and machine leaning technologies, causing serious problems …

The laughing machine: Predicting humor in video

Humor is a very important communication tool; yet, it is an open problem for machines to understand humor. In this paper, we build a …

Cross-lingual visual grounding

Visual grounding is a vision and language understanding task aiming at locating a region in an image according to a specific query …

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